This shows you the differences between two versions of the page.
Both sides previous revision Previous revision Next revision | Previous revision Last revision Both sides next revision | ||
start [2016/10/11 07:44] sbobek [Most relevant publication list] |
start [2023/01/11 07:50] sbobek |
||
---|---|---|---|
Line 1: | Line 1: | ||
====== Szymon Bobek, PhD ====== | ====== Szymon Bobek, PhD ====== | ||
- | {{ ::photo.jpg?200|}} | + | {{ ::photo-code.png?250|}} |
- | Research assistant | + | Assistant professor |
Member of: [[http:// | Member of: [[http:// | ||
[[http:// | [[http:// | ||
- | Follow me on [[https:// | + | Follow me on [[https:// |
+ | Follow me on [[https:// | ||
- | ===== Most relevant | + | ===== Most recent |
- | For full publication list see [[https://www.bpp.agh.edu.pl/autor/bobek-szymon-06393? | + | For full publication list see [[https://orcid.org/0000-0002-6350-8405|Full publication list]] |
- | | + | * Kutt K., Drazyk D., Zuchowska L., Szelazek M., Bobek S., Nalepa G.J., BIRAFFE2, a multimodal dataset for emotion-based personalization |
- | * Koping, L., Grzegorzek, | + | |
- | * Bobek, S., Grodzki, O., & Nalepa, G. J. (2015). [[http://ieeexplore.ieee.org/xpl/articleDetails.jsp? | + | * Bobek S., Kuk M., Brzegowski J., Brzychczy E., Nalepa G.J., KnAC: an approach for enhancing cluster analysis with background knowledge and explanations, |
- | * Bobek, S., & Nalepa, G. (2015). [[http://link.springer.com/ | + | |
- | * Bobek, S., Nalepa, G., & Grodzki, O. (2015). [[http://link.springer.com/ | + | * Bobek S., Kuk M., Szelazek M., Nalepa G.J., Enhancing Cluster Analysis With Explainable AI and Multidimensional Cluster Prototypes, IEEE Access, 10, 101556-101574, |
- | * Bobek, S., Ślażyński | + | |
- | * Bobek, S., & Nalepa, G. (2014). [[http://link.springer.com/ | + | * Kuk M., Bobek S., Nalepa G.J., Comparing Explanations from Glass-Box and Black-Box Machine-Learning Models, Lecture Notes in Computer Science |
- | * Szymon Bobek Grzegorz J. Nalepa, A. L. W. A. K. K. T. (2014). [[http://link.springer.com/article/10.1007%2Fs11042-014-2060-9|Mobile Context-based Framework for Threat Monitoring in Urban Environment with Social Threat Monitor.]] Multimedia Tools and Applications, XX(XX), xx-xx. **[[http://geist.agh.edu.pl/_bib/ | + | |
- | * | + | * Jakubowski J., Stanisz |
- | * Bobek, S., Porzycki, K., & Nalepa, G. J. (2013). [[http://ieeexplore.ieee.org/xpls/ | + | |
- | * Bobek, S., Nalepa, G. J., & Adrian, W. T. (2013). [[http://link.springer.com/chapter/ | + | * Jakubowski J., Stanisz P., Bobek S., Nalepa G.J., Anomaly detection in asset degradation process using variational autoencoder and explanations, |
+ | |||
+ | * Bobek S., Tadeja S.K., Struski L., Stachura P., Kipouros T., Tabor J., Nalepa G.J., Kristensson P.O., Virtual reality-based parallel coordinates plots enhanced with explainable ai and data-science analytics for decision-making processes, Applied Sciences (Switzerland), | ||
+ | |||
+ | * Nalepa G.J., Bobek S., Kutt K., Atzmueller | ||
+ | |||
+ | * Kuk M., Bobek S., Nalepa G.J., Explainable clustering | ||
+ | |||
+ | * Jakubowski J., Stanisz P., Bobek S., Nalepa G.J., Explainable anomaly detection for Hot-rolling industrial process*, 2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021, , (2021-01-01). https://doi.org/10.1109/ | ||
+ | |||
+ | * Atzmueller M., Nalepa G.J., Bobek S., Lavrac N., Semantic Data Mining: A Brief Outline, CEUR Workshop Proceedings, | ||
+ | |||
+ | * Kutt K., Zuchowska | ||
+ | |||
+ | * Bobek S., Nalepa G.J., Augmenting Automatic Clustering with Expert Knowledge and Explanations, | ||
+ | |||
+ | * Bobek S., Balaga P., Nalepa G.J., Towards Model-Agnostic Ensemble Explanations, | ||
+ | |||
+ | * Bobek S., Mozolewski M., Nalepa | ||
+ | |||
+ | * Bobek S., Nalepa G.J., Introducing Uncertainty into Explainable AI Methods, Lecture Notes in Computer Science | ||
+ | |||
+ | * Nalepa G.J., Araszkiewicz M., Atzmueller M., Verheij B., Bobek S., Preface, CEUR Workshop Proceedings, | ||
+ | |||
+ | * Kutt K., Drazyk D., Bobek S., Nalepa G.J., Personality-based affective adaptation methods for intelligent | ||
+ | |||
+ | * Bobek S., Trzcinkowska A., Brzychczy E., Nalepa | ||
+ | |||
+ | * Zuchowska L., Kutt K., Geleta K., Bobek S., Nalepa G.J., Affective games provide controlable context. proposal of an experimental framework, CEUR Workshop | ||